Workatele

AI Engineer at Deloitte, George W. Bush Hwy, Ghana

Deloitte

AI Engineer at Deloitte, George W. Bush Hwy, Ghana

Deloitte

Full time Job

Date Posted: August 20, 2024

Application deadline:

Expired on: August 28, 2024 5:00pm

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Job description

We are seeking a highly skilled and motivated AI Engineer to join our dynamic team. The ideal candidate will have a strong background in machine learning, deep learning, natural language processing, and experience with various AI frameworks and tools. This role requires hands-on experience in developing and deploying AI models, along with proficiency in programming and cloud technologies.

Key Responsibilities:

  • Design, develop, and implement AI and machine learning models using supervised and unsupervised algorithms, including regression, classification, ensemble models, RNN, LSTM, and GRU.
  • Utilize deep learning algorithms and artificial neural networks to develop predictive and prescriptive analytics solutions.
  • Apply natural language processing (NLP) techniques for text analytics, document AI, OCR, sentiment analysis, entity recognition, and topic modeling.
  • Leverage LangChain and Open LLM frameworks for tasks such as summarization, classification, named entity recognition, and question answering.
  • Develop generative AI techniques, including prompt engineering and working with Vector DB, and various large language models (LLMs) like OpenAI, LlamaIndex, Azure OpenAI, and other open-source LLMs.
  • Gain hands-on experience with Generative AI technologies, including Retrieval-Augmented Generation (RAG) architecture, fine-tuning techniques, and inferencing frameworks.
  • Work with big data technologies and frameworks to manage and analyze large datasets.
  • Utilize Microsoft Azure for building and monitoring CI/CD pipelines, ensuring efficient and reliable deployment of AI models and applications.
  • Collaborate with cross-functional teams to understand business. requirements and deliver AI solutions that meet organizational needs.
  • Stay updated with the latest advancements in AI and machine learning technologies, and implement best practices.

Qualifications

Required qualifications and experience:

  • Bachelor’s degree in Computer Science, Engineering, Information Technology, or related field with a minimum of second class upper.
  • Strong proficiency in programming languages such as Python and SQL.
  • A minimum of 3 years of experience in predictive and prescriptive analytics, including machine learning and deep learning algorithms.
  • At least 2 years of experience in NLP, text analytics, document AI, OCR, sentiment analysis, entity recognition, and topic modeling.
  • 1+ years of experience in using LangChain and Open LLM frameworks for various NLP tasks.
  • Proficiency in generative AI techniques and tools, including prompt engineering, Vector DB, and large language models.
  • Hands-on experience with generative AI technologies such as RAG architecture, fine-tuning, and inferencing frameworks.
  • Familiarity with big data technologies and frameworks.
  • Sound knowledge of Microsoft Azure, particularly in building and monitoring CI/CD pipelines.
  • Excellent problem-solving skills and the ability to work independently and as part of a team.
  • Strong communication skills and the ability to convey complex technical concepts to non-technical stakeholders.
  • Experience with additional programming languages and tools relevant to AI and machine learning.
  • Familiarity with other cloud platforms and AI frameworks.
  • Published research or contributions to the AI community through open-source projects or academic papers.

Application deadline:

Expired on: August 28, 2024

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